| Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning algorithms | Sep 1, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization | Aug 31, 2019 | Abstractive Text SummarizationDeep Reinforcement Learning | —Unverified | 0 |
| Interactive Language Learning by Question Answering | Aug 28, 2019 | Deep Reinforcement LearningMachine Reading Comprehension | CodeCode Available | 1 |
| Deep Actor-Critic Reinforcement Learning for Anomaly Detection | Aug 28, 2019 | Anomaly DetectionDeep Reinforcement Learning | —Unverified | 0 |
| Hierarchical Text Classification with Reinforced Label Assignment | Aug 27, 2019 | ClassificationDeep Reinforcement Learning | CodeCode Available | 0 |
| Ensemble-Based Deep Reinforcement Learning for Chatbots | Aug 27, 2019 | ChatbotClustering | —Unverified | 0 |
| Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards | Aug 27, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Multi-component Job Scheduling in Edge Computing | Aug 26, 2019 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning | Aug 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Foreign Exchange Trading | Aug 21, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| A Deep Actor-Critic Reinforcement Learning Framework for Dynamic Multichannel Access | Aug 20, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control | Aug 20, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| A Domain-Knowledge-Aided Deep Reinforcement Learning Approach for Flight Control Design | Aug 19, 2019 | Deep Reinforcement LearningLearning Theory | —Unverified | 0 |
| Transfer in Deep Reinforcement Learning using Knowledge Graphs | Aug 19, 2019 | Deep Reinforcement LearningKnowledge Graphs | —Unverified | 0 |
| Performing Deep Recurrent Double Q-Learning for Atari Games | Aug 16, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Secure Computation Offloading in Blockchain based IoT Networks with Deep Reinforcement Learning | Aug 15, 2019 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Privacy-Preserved Task Offloading in Mobile Blockchain with Deep Reinforcement Learning | Aug 15, 2019 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Deep reinforcement learning in World-Earth system models to discover sustainable management strategies | Aug 15, 2019 | Deep Reinforcement LearningManagement | CodeCode Available | 0 |
| Sample-efficient Deep Reinforcement Learning with Imaginary Rollouts for Human-Robot Interaction | Aug 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity | Aug 14, 2019 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Continuous Control for High-Dimensional State Spaces: An Interactive Learning Approach | Aug 14, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Is Deep Reinforcement Learning Really Superhuman on Atari? Leveling the playing field | Aug 13, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| From Crystallized Adaptivity to Fluid Adaptivity in Deep Reinforcement Learning -- Insights from Biological Systems on Adaptive Flexibility | Aug 13, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System | Aug 13, 2019 | Deep Reinforcement LearningQuestion Answering | CodeCode Available | 0 |
| Competitive Multi-Agent Deep Reinforcement Learning with Counterfactual Thinking | Aug 13, 2019 | counterfactualDecision Making | —Unverified | 0 |
